TikTok was repeatedly warned by employees about the risks the social media platform posed to children, according to court records obtained NPR. The documents say employees were frustrated with how executives responded to their concerns about risks to children, including sexual exploitation and exposure to suicide-related content.
Depositions of employees filed in March 2026 are shedding new light on TikTok’s child safety practices.
According to NPR, TikTok employees warned that minors were appearing in sexual content that was available for purchase on TikTok, raising concerns that the company could profit from potentially illegal activity. They also flagged that minors were exploiting loopholes to access age-restricted content and hide their activity from parents.
Additionally, the court documents show that TikTok didn’t conduct surveys to determine the age of its users out of concern that it would have to share the results with the Federal Trade Commission.
TikTok, in addition to Meta, Google and Snap, faces hundreds of lawsuits consolidated in federal court. The lawsuits allege that these companies’ platforms harm minors, and that they failed to disclose known risks to young users.
TikTok has reached settlements in several of these cases before they went to trial, including one in Los Angeles where a jury found that Meta and YouTube had designed their platforms to be addictive to young users.
TikTok did not immediately respond to TechCrunch’s request for comment.
A Korean outlet reports that Samsung will use an in-house M2700 modem in some Galaxy S27 models.
This modem will apparently deliver better power efficiency and faster data speeds than the Exynos modem in some S26 models.
It’s believed that some Galaxy S28 models could get an M2800 modem that’s even more efficient than the S27 modem.
Samsung has long offered Exynos or Snapdragon chipsets in its flagship phones, with the former being paired with a Samsung modem. Now, a Korean publication has encouraging news if you’re worried about efficiency and data speeds on the Galaxy S27 series.
The Elec reports (h/t: SamMobile) that Samsung will use a so-called M2700 modem in the Galaxy S27 series. This will ostensibly be restricted to the Exynos variants. The outlet claims that this is an external modem built on a 4nm manufacturing process, much like the Exynos Modem 5410 (also known as the Shannon 5410) seen in some Galaxy S26 series models.
Control Davy, the weakest zombie imaginable, and battle through a mysterious dungeon to defeat KOM, the King of Monsters. Ziggurat Every dive makes Davy grow stronger faster. Customize his body, devour powerful monsters, steal their abilities, and race against time to conquer the dungeon.
Created by GPTRACK50, a studio founded by veteran action game developers, Stupid Never Dies is a unique single-player 3D action RPG combining fast-paced growth, bizarre humor, and stylish action. Davy, a timid zombie, falls in love at first sight with Julia, a college girl frozen to death during the Great War. To bring her back to life, he must defeat KOM, recover humanity’s lost knowledge, and survive the dungeon’s deadly depths.
Can the weakest zombie save the girl he loves—and maybe the world? Defeat elite monsters, consume their cores, and steal their powers. Transform into 11 unique Styles, including Werewolf, Harpy, Golem, Vampire, and more. Replace Davy’s body parts with powerful Overtech gear to boost stats and unlock new Active and Passive Skills. Fight your way with endless build combinations. Unleash Davy’s imagination to temporarily transform reality and dramatically boost all of his abilities.
Overtech monsters Battle classic monsters enhanced by Overtech, including werewolves, vampires, harpies, lizardmen, and more. Different weapons, armor, and abilities make every encounter fresh and unpredictable.
Main Characters:
Davy The weakest zombie in existence. Mocked by monsters and humans alike, he enters the dungeon to save Julia and prove himself.
Julia A college student who died inside a shopping mall freezer during the Great War. Davy falls in love the moment he finds her.
Dr. Frank A brilliant but obsessive scientist who guides Davy’s journey while pursuing his own ambitions.
Screenshots
SystemRequirements
Minimum
OS: Windows 11
Processor: Intel corei5-8500 / AMD Ryzen 5 3500
Memory: 16 GB RAM
Graphics: NVIDIA GeForce GTX 1070 8 GB / RTX3050 8GB or AMD Radeon RX 580 8 GB
DirectX: Version 12
Storage: 22 GB available space
Support the game developers by purchasing the game on Steam
InstallationGuide
TurnOff Your Antivirus Before Installing Any Game
1 :: Download Game 2 :: Extract Game 3 :: Launch The Game 4 :: Have Fun 🙂
As the 21st century continues to progress, the modern construction industry has become advanced due to the establishment of Building Information Modeling (BIM). It refers to a tool made for architects, engineers, and contractors that they can utilize as a digital illustration. This imagery has been helpful in representing the physical characteristics and functional features of a building. It also helps to navigate the entire process of building by viewing its planning blueprint, construction, and maintenance. To make this possible, businesses should consider integrating BIM into their project to ensure seamless management of the BIM process in-house or by outsourcing it to third-party experts.
Cad Crowd is one of the platforms that allows businesses to connect with skilled freelancers who specialize in BIM modeling services. It is recommended to avail services that allow companies to seek a suitable professional for the position, which makes Cad Crowd a perfect choice.
The stress of balancing the finances of a business can cause turmoil that can affect their project needs, which makes in-house and outsourced BIM teams have various costing strategies. BIM modeling will be discussed throughout the article to assist readers in distinguishing between the cost of outsourcing this tool to a respective external team and fostering an in-house team for this project. The content covers several factors that focus on emphasizing the need for strategic geographical location, scope of the project, and its impact on the company’s assets.
BIM, or Building Information Modeling, is defined as a creator and backbone of online building modeling that requires a tremendous amount of effort and skills to create a sophisticated process for a specific structure. It is important to note that the model has been effective not just in portraying the building’s design, but also in providing the needed dimensions, materials, and specific details on the structure, which makes it highly functional. It also helps to forecast its potential effect on the environment and determine energy efficiency. Aside from that, the entire physical aspects can also be shown in this tool, which can help navigate the electrical, HVAC design services, and plumbing systems. With that, BIM has a crucial role in ensuring safety and aesthetics by providing support from initial design and construction through the final phase of maintenance or demolition.
The major advantage of using this tool is to create collaborative work between the architects, engineers, contractors, and owners to create the same digital model in real time, which is far different from traditional construction approaches that rely on 2d illustration. It reduces the potential for setbacks by ensuring that coordination is practiced while working on a project. This results in fewer mistakes, minimized errors, and helps to optimize the current tools to align with the expected project outcomes. Moreover, this equipment allows us to simulate certain conditions to predict the potential impact that may negatively affect resource management and sustainability, which helps a company be better equipped.
In modern times, BIM has shown promising results due to its rising demand as companies adopt the tool, especially in the construction sector, where modernity requires proper management. On the other hand, businesses should also have the capacity to identify the suitable BIM modeling within their organization through assessment of in-house teams and outsourcing the task to third-party providers.
BIM modeling cost estimates
BIM Service / Cost Factor
Typical Cost
BIM consultant average
$39/hr
BIM consultant, 25th percentile
$33/hr
BIM consultant, 75th percentile
$43/hr
White model
$0.30/sq. ft.
Material model
$0.60/sq. ft.
Ornament model
$0.60/sq. ft.
BIM model
$0.90/sq. ft.
2D sketch to BIM, 3-day turnaround
$350/source document
2D sketch to BIM, 5-day turnaround
$245/source document
2D sketch to BIM, 10-day turnaround
$195/source document
2D sketch to BIM, 4–6 week turnaround
$140/source document
Autodesk Revit software example
$2,545
What are the factors influencing outsourcing costs?
The effects of outsourcing costs can differ based on the prime location, which is a significant factor for BIM modeling. Several countries in North America, Western Europe, and Australia have higher labor fees than countries with lower labor costs. Those professionals in the United States charge from $100 to $200 per hour, while professionals in Southeast Asian countries charge less than $50 per hour. Choosing a specific place to outsource is crucial to identify where the company can benefit more, either with advanced infrastructure, technology, and expertise that cost more or minimize costs in other countries without losing quality.
Another important aspect is the levels of experience and expertise, which can influence the cost of BIM modeling; the more skillful and experienced a professional team is, the higher rates it can charge since they are specialized in the project. For example, an individual is proficient in Autodesk Revit, Navisworks, and 3D simulations, which are known for delivering premium services. In addition to this, a senior-level BIM modeler has collaborated with numerous companies’ projects in which they can manage building systems with ease, which charges higher fees compared to a modeler who has just started. This can affect the cost due to complexity, as it requires an expert’s knowledge to handle the advanced modeling.
Other than that, project scope and size tend to vary as well, especially for larger projects that require more costly materials in terms of outsourcing due to the extensive building, which is an immense effort to complete. In comparison, a smaller project building can take less time to build. It shows how size and scope can affect the project’s costing. The more complex and intricate the designs, the higher the cost. In general, a project needs coordination from structural engineers, freelance electrical engineers, and HVAC designers, which can also increase the charging fees compared to projects that require less collaborative effort.
Another aspect that can affect the cost is the technological tools used, where the latest BIM software technologies and resources are costly to maintain, which requires an adequate investment when outsourcing. Notable software like Autodesk Revit, Navisworks, and Tekla Structures have a significant amount of fees excluding the labor costs. These software programs are in high demand due to their pristine design and delivery, which ensures high licensing fees. The outsourcing companies should have the structured infrastructure to support BIM’s high computational requirements. This means that outsourcing has the most advantages, especially in developments and innovations for BIM, which makes maintenance more challenging to upgrade and update regularly.
Lastly, project management and coordination are also essential to consider since they should be effective yet work efficiently within the organization. Companies prioritize a strong relationship with their clients as a service provider, especially when outsourcing to third-party providers. It is important to note that clear communication and consistently delivering quality work are important because delays or miscommunication can increase costs and extend the project’s duration. Aside from that, management also relies on the level of oversight and the project’s complexity, which makes outsourcing for an internal project manager extremely crucial, as they can handle smooth communication between the in-house team and the outsourcing firm. With this, it is also essential to remember that differences between time zones, languages, and work cultures should be mediated to ensure positive project outcomes.
Firstly, one of the benefits of outsourcing is its cost-effectiveness, which allows companies to save more money in comparison to in-house BIM teams. Some companies in prime locations can opt to outsource to lower building costs by providing an opportunity to access widely available professionals while maintaining the quality of work. It can also minimize the potential for long-term commitments that are likely to be costly, especially when hiring an employee who should be provided with salaries, benefits, training, and office space costs.
Another advantage is that most outsourcing tends to provide flexible talent that can be remotely available to work at their own pace, which may not be accessible to in-house teams. Obtaining access to specialized expertise enables outsourcing firms to provide BIM experts with further knowledge that can help in excelling in areas like 4D simulation, energy planning, clash detection, etc. It can also sustain the demands of the project, as companies have the benefit of scaling up or scaling down the BIM team based on their project’s scope. This means that teams can be deployed even with fewer members in a short-term residential project, while other teams are staffed with more people for complex projects. Outsourcing guarantees that they pay for the resources that they need at their convenience.
What are the factors that affect the costing of in-house BIM modeling?
In-house BIM modeling offers a major advantage similar to outsourcing. However, managing this kind of set-up involves full-time employees and has its own disadvantages, which require direct intervention to manage the BIM process within the business. One of the significant challenges is compensating the employees with salaries and benefits, which are frequently costly, especially for full-time workers. In countries with higher minimum wages, these skilled workers should be compensated from $70,000 to $120,000 per year as a Professional BIM design modeler. This also excludes the benefits needed, like paid leave, retirement plans, and health insurance, which impact the costs significantly.
On the other hand, training professionals is also one of the budgets that should be allocated. This ensures the quality of work within the organizations, which suggests that competitive, consistent, and professional development is needed to enhance and maximize the employees’ potential. The overall costs are affected by the current technologies for BIM, which employees should be able to undergo through training, certifications, and courses to ensure competencies.
Aside from that, recruitment and retention are also major challenges, especially since the process takes a huge amount of time. This adds to the cost, which involves providing competitive wages, an interview process, and advertising to attract skilled BIM design professionals. Investing in these aspects can help to retain the employees, as they have secured a good working environment with opportunities to develop their expertise.
Lastly, other factors that can influence the costing are problems with office space and overhead. When considering an in-house team, a business should have the appropriate work environment that provides accessible equipment while allowing for a space to work. However, this differs depending on the company’s location, which can significantly increase the expenses.
Benefits of in-house BIM modeling
The major benefits of having in-house BIM modeling are greater control and communication. It positions the company at an advantage when interacting directly with the team, which allows the organization to supervise the entire BIM process. It demonstrates efficient project implementation when there is no need for another service provider to communicate, enabling a smooth flow of dialogue.
Aside from that, it also guarantees businesses a consistent sense of familiarity with the company. It exposes the employees to the culture, processes, and workflow of the team by understanding the goals and needs of the organization through producing consistent quality of work. Another benefit that can be achieved in-house is long-term efficiency. The initial costs can be high, but businesses with long-term BIM needs tend to spend less due to the continuous work of in-house teams. In addition, it also provides value particularly for companies with various projects over years. Lastly, the employees can be immediately available. There is no constraint with geographical location, languages, and time zones, which makes it convenient to address concerns about the BIM model with ease. This allows for fewer delays in the service provider’s response despite revisions, which makes work efficient in an organization.
The BIM design services in the countries within North America, specifically in the United States and Canada, tend to be more expensive. This is because labor costs are higher due to the advanced and established BIM infrastructure, which makes these talents more in-demand in the market. The compensation for these professionals in cities such as New York, San Francisco, Toronto, and Vancouver is greater than in other regions. It is primarily due to the advanced technologies and higher cost of resources available in these prime locations.
The minimum salary in the United States for a BIM modeler can range between $70,000 and $120,000 annually. This varies by level of experience, specific expertise, and location, with cities like New York and San Francisco likely to be higher. The initial cost of providing office rent and market demand raises these salaries. It is also similar to cities like Toronto, where the average salary is between CAD $80,000 and CAD $100,000, while locations within the Midwest or South have lower compensation but are still competitive in comparison to the other locations that provide BIM services.
To qualify for a job position as a Professional BIM design modeler, entry-level positions commonly start between$70,000 and $80,000 annually. Having knowledge of standard BIM software can put an individual at an edge, since higher proficiency, like senior BIM modelers with several years of experience, can earn $120,000 annually. Moreover, BIM certifications are also an indicator of proficiency, especially in areas like Autodesk or Building SMART, tools that provide a more structured modeling of 4D BIM applications. This makes the income higher due to the specific requirements and skills required for the company’s project.
On the other hand, outsourcing BIM modelers or seeking these kinds of service providers is costly due to the salary rates that start from $100 to $200 per hour. Other companies are likely to find it challenging to meet the demand, and the rates also vary based on the complexity, level of expertise needed, and the location of the outsourcing firm. Other cities within rural or small regions have lower rates, but availability was also a challenge, especially with technical tasks that require tremendous specialization to work with, which may still demand higher wages depending on their advanced skills and time spent within the project duration.
Outsourcing vs. in-house in North America
Choosing between hiring in-house BIM professionals or outsourcing in North America is a crucial decision. Firstly, in-house teams are highly recommended for those companies that require immediate availability, direct supervision, and efficient management of the project. However, it is understood that it is more expensive in cities within metropolitan areas and requires maintenance within the organization, so businesses can opt for outsourcing if the budget is limited.
On the other hand, outsourcing also enables us to hire skillful professionals globally while minimizing the overhead costs and the need for long-term investments. For instance, US-based companies commonly outsource to providers in Eastern Europe or Latin America, which can help in saving labor costs without compromising on quality. In contradiction, it is also important to consider that companies are outsourcing to partners by ensuring that the required standards are met to complete BIM tasks. Additionally, it is important to anticipate proper communication, expecting there will be time zone differences, and security concerns to minimize delays or misunderstandings.
The countries within Western Europe have demonstrated particularly high-paying jobs as they are part of developed regions like the United Kingdom, Germany, and France. Talents are highly skilled here, which makes them more in-demand, and the advanced software equipment is commendable compared to other regions. The costs are similar to North America, but it still depends on the rate based on the location and the level of expertise required.
The BIM modelers in the U.K. can generally earn between £30,000 and £60,000 annually. However, this varies depending on their location and number of years of experience. In a city like London, it is one of the highest-paying regions due to the higher cost of living and competitive market for large-scale projects in the construction sector. It is estimated that senior professionals have a wage from £50,000 to £75,000, while other cities like Manchester or Birmingham have between £30,000 and £50,000.
Aside from that, Germany also provides a competitive salary on average for BIM modelers, typically earning between €40,000 and €60,000 annually. This salary bracket can further increase to €80,000 annually, where the demand is greater in cities like Berlin and Munich. In comparison, France can offer a salary in the range of €35,000 to €60,000 annually, particularly in areas with a high cost of living like Paris.
In terms of outsourcing, the BIM design service providers are comparatively similar to North America when it comes to costs. The rate is between €60 and €150 per hour, especially in cities with the highest demand like London. However, the wages in Germany and France are slightly lower but still considerably expensive labor costs.
Outsourcing vs. in-house in Western Europe
The companies in Western Europe have similar disadvantages and advantages for in-house and outsourced BIM modeling as in North America. It is important to note that various cultural contexts may apply, as in-house teams may still offer direct coordination, efficient workflow, and seamless communication. However, it still bears a higher cost of hiring and implementing a retention plan for in-house teams, especially in large-scale projects that require a huge amount of work to complete.
On the other hand, outsourcing has shown a practical option for a cost-effective approach, where working with BIM modelers is generally cheaper than paying office rent inside European countries. Moreover, countries in Eastern Europe such as Poland and Romania have lower rates than those in Western Europe, which can provide an opportunity for companies to reduce costs while ensuring quality. The management of outsourcing is still prevalent due to unexpected delays and miscommunication, which requires businesses to be well-equipped to ensure that these risks are managed appropriately.
Australia
In terms of BIM modeling services, Australia has one of the most expensive rates, which can be compared to North America and Western Europe, especially in in-house teams and outsourcing. As BIM services continuously expand, they have a great effect within major cities like Sydney, Melbourne, and Brisbane, which demonstrates that the construction industry has been adopting BIM technology in these markets.
The BIM modelers commonly earn between AU$80,000 and AU$120,000 annually in Australia. At the same time, it can generally increase to AU$140,000 or more for senior modelers. Aside from that, cities like Sydney and Melbourne provide greater salaries due to the large-scale projects and costly daily expenses. Smaller regional areas tend to have slightly lower compensation but are still competitive with wages in other countries.
It is evident that outsourcing a BIM service can be similar to North America and Western Europe, which typically starts from AU$100 to AU$200 per hour depending on the level of expertise. This shows that outsourcing to other countries with lower labor expenses within Southeast Asia or Eastern Europe may offer a cheaper alternative. However, Australia has an established outsourcing firm that is specifically skilled in BIM services, which companies may need.
Outsourcing vs. in-house in Australia
With this, choosing between in-house and outsourcing can be challenging, but it should vary depending on the project demands and the organization’s capacity. When considering an in-house team, it is generally more costly, but it can help businesses manage the BIM process with ease and less miscommunication. The costs are expected to be high in areas like Sydney, which makes outsourcing an affordable option for others.
Outsourcing to countries like Southeast Asia or Eastern Europe can be considered as an option. This still provides quality professionals while minimizing costs. However, it is crucial to select the outsourcing firm to guarantee a smooth delivery of work.
Conclusion
In conclusion, if you want to choose between outsourcing and in-house BIM modeling, it is better to assess the needs and budget of the company. Outsourcing can be affordable and more flexible, while in-house teams are more expensive but can provide greater control over the company’s project. Assessing this allows you to understand if it is suitable for long-term or complex BIM needs, as companies tend to look for professionals who can work competitively.
With this, Cad Crowd provides a platform that allows you to connect with freelancers who specialize in BIM modeling services. Check out Cad Crowd to help you connect with top-tier talent that can help you with your projects. Whether for outsourcing or an in-house team, the platform can find you all the right members you need.
Cad Crowd helps businesses access experienced BIM professionals without the long-term costs of building and maintaining an in-house team. Companies can connect with qualified freelancers who specialize in BIM modeling, Revit, construction documentation, 3D modeling, clash detection, and other BIM-related services based on their project requirements. This gives businesses more flexibility to scale their BIM support according to project size, complexity, and deadlines while avoiding some of the overhead associated with full-time hiring, training, software, and office resources. Whether you need support for a small architectural project or a larger construction workflow, Cad Crowd can help you find the right BIM expertise for your budget and scope. Contact Cad Crowd today for a free quote.
MacKenzie Brown is the founder and CEO of Cad Crowd. With over 18 years of experience in launching and scaling platforms specializing in CAD services, product design, manufacturing, hardware, and software development, MacKenzie is a recognized authority in the engineering industry. Under his leadership, Cad Crowd serves esteemed clients like NASA, JPL, the U.S. Navy, and Fortune 500 companies, empowering innovators with access to high-quality design and engineering talent.
The Barcelona Supercomputing Center (BSC)’s AI Factory Accelerator Programme, now in full operation following a pilot initiative, gives startups access to sovereign compute, technical support and training to support innovation across industries.
Many of these companies are also members of the NVIDIA Inception program for cutting-edge startups — and as of today, access to some of the BSC AI Factory services are available through the NVIDIA Inception portal.
NVIDIA Inception complements the BSC AI Factory Accelerator Programme by providing members with training through NVIDIA Deep Learning Institute open courses, business mentoring, venture capital connections and other resources.
An upcoming extension of MareNostrum 5 — BSC’s public infrastructure serving scientific and technological innovation, powered by NVIDIA accelerated computing — will deliver supercomputing access through the BSC AI Factory and other AI Factories across Europe. BSC AI Factory is among Europe’s first AI factories and the first in Spain, and has delivered more than 800 services to private and public-sector clients since its April 2025 launch.
Three Inception members were recently named the BSC AI Factory Accelerator Programme’s AI Champions at the pilot initiative’s demo day:
Qatium’s water-network platform — already used by more than 250 utilities in 16 countries — is now in early production with its Neural Water Intelligence technology, powered by proprietary AI models trained on MareNostrum 5. Built on NVIDIA accelerated computing, the NVIDIA cuGraph library, the NVIDIA PhysicsNeMo framework and NVIDIA Nemotron open models, the technology helps water utilities make better operational decisions every day.
OneCareAI, a research spin-off from BSC, used NVIDIA NIM microservices to develop technology designed to identify signs of hidden atrial fibrillation — an irregular heart rhythm — in seemingly normal ECGs, helping clinicians identify patients who may be at risk of stroke before one occurs.
Avatia built a voice-first, multi-agent system that provides pharmaceutical companies with agentic coworkers that support sales representatives and give doctors transparent, curated information about medicines, ultimately helping the right treatment reach the right patient sooner. The system taps into NVIDIA NIM microservices, the NVIDIA Nemotron 3 open model family and the open source NVIDIA NeMo Curator library.
Other BSC AI Factory startups — Agrikola AI, Elna Health, Lokutor, Montevive AI, Oppy, Pack2Earth and Up2Smart — span precision agriculture, medical imaging and knowledge access, speech services, enterprise security, sales intelligence and sustainable packaging.
The cohort reflects the breadth of what advanced intelligence can now unlock: preventing strokes, detecting breast cancer subtypes before biopsy, putting medical knowledge at doctors’ fingertips faster, replacing petroleum-based plastic with biobased compostable materials, protecting crops with robots instead of chemicals and more.
When thousands of fans gather for exclusive Comic-Con panels, everyone wants a clear view of the action, even from the back of the auditorium. At San Diego Comic-Con 2025, Show Imaging and Panasonic worked together to deliver an immersive live video experience for attendees.
The production team used three Panasonic AW-UE150 4K PTZ cameras and an AK-UC4000 studio camera to capture close-ups of speakers, audience reactions, and memorable moments, including George Lucas’s surprise appearance during a panel about the Lucas Museum of Narrative Art.
With Panasonic KAIROS, operators could switch between camera angles, add graphics, and manage video feeds in real time. Meanwhile, 18 Panasonic PT-RQ35 projectors displayed content across a massive 250-foot projection screen, helping fans throughout the venue follow every moment.
For live event producers, camera operators, and video production teams, Comic-Con demonstrated how professional PTZ cameras, live switching, and large-scale projection can work together to create a more engaging audience experience.
When you are able to try on various outfits prior to buying anything, shopping for clothes becomes more creative. Dreamina AI enables you to bring fashion concepts to life by generating images, providing reference photos, detailed prompts, and strategic photo editing. You can try out different silhouettes, colors, accessories, and garment styles without having to schedule a photoshoot. Images created, however, are merely styling ideas and not proven fit samples of actual garments. This knowledge makes the virtual exploration of outfits more of a reality before purchasing them.
What Is AI-Powered Virtual Outfit Try-On?
AI outfit visualization involves image generation to show an individual in a suggested outfit. Dreamina AI can convert fashion text and reference pictures into visuals with various styling directions. General image generators are not necessarily body-geometry-aligned, as are some virtual try-on systems. The photographs can be used as a reference to help the subject look, pose, and compose, as well as the prompt, which indicates the fabrics, colours, patterns, and accessories. Fabricated clothing can vary from actual clothing in fit, proportions, texture, and construction. So use these previews as creative styling tools and not as product measurement or fit replacements.
Choose the Right Reference Image and Define Your Style
Always begin with a clear photo that clearly indicates the subject’s pose and the area they will be wearing the clothes. Choose to change an entire outfit, try one piece, or try some accessories. Talk about individual pieces of clothing: a custom-made blazer, loose-fitting pants, or a summer dress. Specify preferred color, fabric texture, silhouette, and occasion to provide Dreamina AI with more visual guidance. AnAI image generator free online will allow you to experiment with fashion ideas without having to book a photoshoot. However, lighting, cropping, ambiguous prompts, and ambiguous references can influence results, so include helpful visual cues and realistic expectations.
Steps: Try on Outfits Virtually Before You Buy With an AI Image Generator
Step 1: Upload your photo and describe the outfit
First, sign up or log in to Dreamina to start trying on outfits before buying.
Next, open the “Create” tab from the left menu and pick the “AI Image” option.
Later, enter a detailed text prompt covering outfit elements, fashion theme, and your overall concept
Step 2: Pick a model and fit settings, then generate
Next, pick an image model from the options at the bottom of the dialogue box.
You can select Seedream, GPT Image, or Nano Banana based on the look you prefer.
Add a reference image of yourself or a garment to get a natural, precise fit.
Next, set the custom aspect ratio and resolution using the “Aspect ratio” and “Resolution” tabs.
Choose the number of looks via “Images to generate” and the custom size via the “Dimensions” tab.
To add text to the image, use the “Draw text on image” tab for labels.
Finally, click on the “Generate” tab to begin the creation process and see your outfit
Step 3: Refine the look and export
You will receive the required number of outfit drafts, ready for you to review closely. If the fit looks off, click “Edit prompt” or “Regenerate” to refine the generated results
You can also upscale the generated image with the “Creative upscale” option for sharper fabric.
Moreover, use “Retouch” to correct, clean up, or enhance details of your selected outfit image.
You can “Remove” anything from your image, or widen the frame using the “Expand” tab.
You can also generate a video of the image by using the “Generate video” tab
Dreamina gives you complete freedom to edit every outfit image exactly the way you like
Finally, click the “Download” tab at the top right to save the image file locally.
Six Fashion Details to Specify for More Convincing Outfit Visuals
With clear instructions, Dreamina AI can generate more coherent fashion concepts. When you write prompts for imagining an outfit, give these six pieces of information:
Garment silhouette: Use terms that describe the silhouette of a garment rather than using general fashion terms.
Fabric appearance: Ask for denim texture, satin sheen, knitted softness, etc., but be aware that generated materials may not be the same as actual fabrics.
Colour coordination: Identify the primary colours of clothes and any secondary colours, explaining what colours should be kept as background.
Accessory placement: Identify where bags, belts, jewelry, hats, or scarves will be placed and how they will enhance the clothing without taking away from the critical points.
Styling atmosphere: Set casual, formal, editorial, sporty, or seasonal style; provide appropriate lighting and backgrounds.
Experiment With Different Outfits Without Rebuilding the Entire Concept
With prompt revisions and editing tools provided by Dreamina AI, users can experiment with various styling directions with ease. Use the original reference image as you try out various palettes, outfits, shoes, and accessories. Identify formal, casual, street, and occasion-specific clothes and compare them by their appearance. If localized editing is available, it is better to edit localized areas rather than the whole composition. Test one or two instructions by altering them to determine which instructions give the desired results.
Use AI Outfit Visualization for Different Styling Situations
Dreamina AI is used for fashion exploration in everyday, special occasion, seasonal, and creative fashion. Use these apps to create ideas for outfits before making the actual outfits.
Wardrobe for everyday wear: Mix shirts, pants, skirts, jackets, and casual shoes.
Occasion Dressing: Think of workwear, party wear, formal wear, and wedding guest wear.
Seasonal styling: Try different coat and knit combinations, layers, and appropriate seasonal wear.
Explore color: Discuss complementary colors and alternate color palettes prior to choosing clothing.
Personal styling concepts: Develop mood board images to link a number of clothing concepts together in one direction.
Fashion content creation: Create editorial ideas for design presentations, inspiration boards, and social media graphics.
Understand the Limits of AI Fashion Previews Before Buying
Fabrication of garments may vary slightly from actual photographs of garments, such as seams, prints, stitching, etc. AI can also inaccurately depict body proportions, fabric drape, and the fit of clothes on various body shapes. So be sure to read the product dimensions, material descriptions, seller details, and return policy before buying. Images generated can’t necessarily determine comfort, durability, breathability, or physical fit. Utilize reference pictures responsibly and respect the rights of people depicted in the pictures, and don’t assume that visual similarities are proof of product accuracy.
Conclusion
With reference images, detailed prompts, and targeted editing, Dreamina AI assists you in bringing fashion concepts to life. Silhouettes, fabrics, colors, and accessories are described clearly, resulting in more useful styling comparisons. While a generated preview does not confirm actual fit or quality of products, it will give you a chance to explore possibilities before buying. Make better clothing choices with these visuals and trusted product information
Flipkart, the Walmart-owned Indian e-commerce giant, is preparing to challenge India’s food-delivery duopoly of Zomato and Swiggy. It is entering a fiercely competitive market that has defeated even previous attempts by Amazon and Google to break in.
The Bengaluru-based company is testing its food-delivery service internally and has expanded the trial from a few hundred employees to upwards of 8,000, according to two people familiar with the matter. It has also deployed a dedicated fleet of riders through its logistics arm, Ekart, separate from the riders who handle its quick-commerce deliveries, as it prepares for a public launch.
The employee-only service appears as a separate tab on Flipkart’s main shopping app, alongside its Minutes quick-commerce offering and travel bookings, TechCrunch has learned. It draws on restaurants listed through ONDC, a government-backed network that connects online buyers and sellers across different platforms, as well as restaurants that Flipkart signed up directly.
Riders wearing jerseys bearing the “Eat-in by Minutes” branding have also begun fulfilling orders on the streets of Bengaluru, the southern Indian city where Flipkart is headquartered.
As Flipkart expands its food-delivery operations, it is entering a market that the brokerage firm Bernstein estimates is growing 18% to 20% a year. Online delivery, though, still accounts for just over 15% of India’s broader food-services industry. Zomato, owned by Eternal, and Swiggy together serve an estimated 85 million to 95 million paying customers a year, per Bernstein. That figure shows how dominant the two are, and how much room newcomers have to grow online food ordering in the world’s most populous country, which has more than a billion internet subscriptions.
Flipkart is not the only company trying to shake up India’s food-delivery market. Ride-hailing company Rapido, which has already given Uber and its Indian rival Ola a tough fight, has been expanding Ownly, its food-delivery service that charges restaurants zero commission. Meanwhile, Swiggy has launched Toing, a separate app aimed at customers looking for cheaper meals. Both moves reflect growing pressure on the industry’s existing pricing model and the commissions that restaurants pay.
“Monopoly is bad, but duopoly is more pathetic,” said Sagar Daryani, president of the New Delhi-headquartered National Restaurant Association of India, which represents over 500,000 restaurants nationwide. “What one does, the other follows suit.”
Daryani argued that restaurants have long needed alternatives to the two dominant platforms.
Daryani sees one important difference between Flipkart and the companies that tried food delivery before it. Zomato and Swiggy built their businesses around delivering meals before expanding into quick commerce. Flipkart is doing the reverse, using its established e-commerce business and growing quick-commerce operations as a springboard into food delivery.
“Flipkart’s quick commerce benefit will get passed on to food delivery, so it will be leaner, more efficient,” Daryani told TechCrunch.
Restaurants are also hoping that new entrants will bring down the cost of selling meals online. Daryani, also co-founder and CEO of the dumpling chain Wow! Momo Foods, said Flipkart has proposed a base commission of about 10%, compared with the 20% to 25% that restaurants typically pay Zomato and Swiggy.
Commissions are only part of the expense, though. Once advertising, discounts, and other promotional costs are factored in, restaurants can end up spending 40% to 50% of an order’s value on the established platforms, Daryani told TechCrunch. He expects Flipkart to keep that total cost closer to 15% to 16%, which could mean restaurants keep more money from each order.
Nonetheless, getting restaurants on board is one thing and winning over customers is another. Bernstein estimates that new entrants could save customers just ₹20 to ₹30 (around 20–30 cents) per order by operating more efficiently, which may not be enough to draw customers away from Zomato and Swiggy. The two incumbents could also offer deeper discounts to keep them.
Flipkart is not planning to stay in Bengaluru for long. The company has told restaurants that it expects to launch its food-delivery service publicly by the end of October and to expand to five or six cities by the end of this year, Daryani told TechCrunch.
The food-delivery push also comes as Flipkart’s long-awaited stock-market listing remains uncertain. Chief Executive Kalyan Krishnamurthy (pictured above) recently declined to give a timetable for an IPO, even as the company continues to expand into businesses that could bring customers back to its app more frequently.
Flipkart’s expansion comes as competition in India’s e-commerce market intensifies. Quick-commerce platforms that started by delivering groceries in minutes now sell even the latest iPhones and other discretionary purchases, putting them in more direct competition with Flipkart and Amazon.
Flipkart did not respond to a request for comments.
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The studio behind the Moonlighter series has announced it will no longer host a public playtest for its forthcoming roguelike due to fears it will be “reverse-engineered, cloned and published”. The move comes as a surge in rapidly vibe coded clones floods Steam, Roblox and mobile app stores in the aftermath of Claude Opus 5.5.
“With launch still months away, sharing a build with tens of thousands of players feels like too big a risk,” Digital Sun Games’ marketing manager Israel Mallén told PC Gamer. The game under discussion is ReVamp, a “tower defensevania” roguelike due for release in March 2027.
“We know we’re not the only developers feeling this way, and the more this is talked about, the more likely platforms are to step in.”
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In its public announcement Digital Sun Games was fairly blunt. “We’ve been concerned by recent news of games being reverse-engineered, cloned and published before the original is even out. With launch still months away, a large public build of ReVamp felt like too big a risk.”
Last week the studio behind Drunken Goddess Reflux canceled plans to roll out a public demo for Steam Next Fest due to similar fears. “We’re concerned the demo’s content could be used to quickly imitate or replicate the game’s presentation and gameplay with AI or other tools, and that such works could be released before launch,” a spokesperson for the studio wrote.
Opus 5.5 has proven hugely disruptive to the games industry. It has aided several high profile game decompiles, helped jailbreak the PS5, led Xbox to announce its own AI-centric Xbox Labs, and made developing quickfire clones extremely easy. It’s likely why this month’s Steam Next Fest has over 8,000 demos, up from around 4,000 in June.
As I wrote yesterday, the speed at which clones can now be turned around is mind-boggling, and will have (is already having) huge ramifications for indie game development and marketing. When the creator of incremental punching game Escape the Walls published footage of their game on X, it was only ten days before at least seven clones were available on Roblox, and at least one on Steam.
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Star Wars Zero Company’s 1.2 patch introduces a new granular difficulty system in addition to the usual bugfixes and tweaks. These new options exist alongside the original difficulty levels (easy, normal, hard, ironman beskarboy etc.), and home in on more creative/tactical tweaks, rather than just beefing up enemies. The highlights:
You can remove the injury system, so downed operatives are instantly killed.
Alternatively, you can lower the injury allowance before permadeath, and/or add a risk of death to getting downed.
The patch allows you to lower or eliminate health scaling, so operatives are more fragile by the end of the game.
It also allows you to restrict the respec function by degrees, removing class and even weapon swapping.
I like these options a lot: They’re sharp, targeted changes that make Zero Company harder by restricting your options, forcing you to think and play more creatively. The game’s normal, default difficulty, with all of these modifiers added, represents a more interesting challenge to me than the shipped hard mode, and I think my first replay will mix in a few of them. These options remind me of survival mode in an RPG, or skulls in Halo—creative difficulty options that eschew ballooning enemy health bars just make me excited.
Zero Company goes down a lot smoother than the XCOMs of old (which much of the Bit Reactor team worked on). That smoothness isn’t necessarily a bad thing, and I thought Zero Company already had a reasonable skill ceiling with the options it shipped with—you can read more in my 90% review. But a modular suite means you can tweak pain points without taking the leap of a full difficulty level jump.
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My friends and coworkers who thought Zero Company went down too smooth should be well-served by this update. The only classic tactics disconnect I see remaining is fog of war. PCG online editor Fraser Brown is a strategy connoisseur, and he felt let down by how Zero Company shows you the full map and locations of all enemies on every mission. XCOM, by contrast, would obscure portions of the map and enemy activity unless you were directly observing them.
I’m agnostic on the issue, myself—I think Zero Company offers interesting tactical challenges regardless. This big patch is a nice win for developer Bit Reactor, which has reportedly started bringing back furloughed employees following the critical and apparent commercial success of Zero Company.
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